Summarization

Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization EMNLP 2018 A Graph-theoretic Summary Evaluation for ROUGE EMNLP 2018 A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification IJCAI 2018 A Joint Selective Mechanism for Abstractive Sentence Summarization ACML 2018 Ant Colony System for Multi-Document Summarization COLING 2018 APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning EMNLP 2018 A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization IJCAI 2018 A Self-Attentive Hierarchical Model for Jointly Improving Text Summarization and Sentiment Classification ACML 2018 A Temporally Sensitive Submodularity Framework for Timeline Summarization CoNLL 2018 A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss ACL 2018 Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization ACL 2018 Automated Content Analysis: A Case Study of Computer Science Student Summaries NAACL 2018 Automated essay scoring with string kernels and word embeddings ACL 2018 Automatic Article Commenting: the Task and Dataset ACL 2018 Automatic Pyramid Evaluation Exploiting EDU-based Extractive Reference Summaries EMNLP 2018 BanditSum: Extractive Summarization as a Contextual Bandit EMNLP 2018 BLEU is Not Suitable for the Evaluation of Text Simplification EMNLP 2018 Bottom-Up Abstractive Summarization EMNLP 2018 CaLcs: Continuously Approximating Longest Common Subsequence for Sequence Level Optimization EMNLP 2018 Classical Structured Prediction Losses for Sequence to Sequence Learning NAACL 2018 Closed-Book Training to Improve Summarization Encoder Memory EMNLP 2018 Content Selection in Deep Learning Models of Summarization EMNLP 2018 Controllable Abstractive Summarization ACL 2018 Controlling Length in Abstractive Summarization Using a Convolutional Neural Network EMNLP 2018 Deep Communicating Agents for Abstractive Summarization NAACL 2018